王波

Professor   Supervisor of Doctorate Candidates   Supervisor of Master's Candidates

Academic Titles:Professor

Gender:Male

Alma Mater:Dalian University of Technology

Degree:Doctoral Degree

School/Department:School of Information and Communication Engineering

Discipline:Signal and Information Processing

Business Address:A512, Haishan Building

Contact Information:

E-Mail:


Paper Publications

Robust visual tracking based on maximum likelihood estimation

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Date:2019-03-11

Indexed by:Journal Article

Date of Publication:2012-01-01

Journal:International Journal of Digital Content Technology and its Applications

Included Journals:Scopus

Volume:6

Issue:22

Page Number:467-474

ISSN:19759339

Abstract:In this paper, we propose a visual object tracking algorithm based on maximum likelihood estimation (MLE) with the sparsity constraint. The model of sparsity constrained MLE is established. Abnormal pixels in the samples will be assigned with low weights to reduce their affects on the tracking algorithm. The object tracking results is obtained by using Bayesian MAP(maximum a posteriori probability) estimation. Compared with other popular methods, our method reduces the computational complexity and is very robust to abnormal changes(e.g. occlusion,rotation,scale change, illumination, etc.).

Personal Profile

I am not a star professor, but I am working on the road to a star professor of tomorrow. For this reason, self-motivated graduate students are desired to my research group. Self-motivated attitude and initiative are the most important characteristics in our laboratory. Students with preliminary knowledge on signal (image/video) processing and programming skills are most welcome. For your academic trip in my group, I will devote myself to training your FIVE abilities: Intellectual skills, Communication skills, Personality characteristics, Habit of work, Mechanical skills, which are considered as the most important abilities of a graduated student.

http://ice.dlut.edu.cn/WangBo/index.html